AI Visibility Scorecard
Mack Risk Management -
mackriskmanagement.com · Finance & Insurance
Borderline visible. AI bots can crawl Mack Risk Management -, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 8 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#199,862 of 791,774 in Finance & Insurance for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Finance & Insurance average 12
Top 17% of Finance & Insurance
See what's behind this score →4
-
Network Authority
iNot connected yet
Finance & Insurance average 0.0
0 relationships · Finance & Insurance average 1
See what's behind this score →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Finance & Insurance average 16
See what's behind this score →0
About Mack Risk Management -
from our crawl and measurement
Mack Risk Management -, based in Columbia, IL, describes itself simply: "Mack Risk Management provides Insurance, Home & Auto, Business Insurance and more to Columbia, IL, and the surrounding areas in the St. Louis Metro area." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
- Company ·
- Mack Risk Management -
- Website ·
- mackriskmanagement.com
- Industry ·
- Finance & Insurance
- Location ·
- Columbia, IL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4/10, Mack Risk Management - is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mack Risk Management -
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mackriskmanagement
Cite this score: Engagemii (2026). "AEO Score for Mack Risk Management -." Retrieved from https://engagemii.com/aeo/brands/mackriskmanagement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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